{"id":"W2338072960","doi":"","title":"Citizen Media Research and Verification: An Analytical Framework for Human Rights Practitioners","year":2016,"lang":"en","type":"other","venue":"Apollo (University of Cambridge)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"University of Oxford; Yale University","keywords":"Human rights; Space (punctuation); Corporate governance; Work (physics); Media studies; Political science; Library science; Sociology; Public relations; Law; Engineering; Management; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1283231,0.001159446,0.001756597,0.0171583,0.01207714,0.03957519,0.004065706,0.01178016,0.009147809],"category_scores_gemma":[0.1215129,0.001038119,0.001188285,0.01540285,0.09245393,0.05653605,0.01951274,0.007725776,0.001190041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01792079,"about_ca_system_score_gemma":0.03127539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005691469,"about_ca_topic_score_gemma":0.004940423,"domain_scores_codex":[0.8826742,0.102328,0.002559893,0.00322447,0.006574532,0.002638976],"domain_scores_gemma":[0.7810241,0.1843494,0.006609266,0.01377721,0.01037641,0.003863655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004190894,0.000009784879,0.0001773915,0.00005540156,0.000002903687,0.000034799,0.006818246,0.0001172335,0.00001852293,0.9853235,0.001268831,0.006169308],"study_design_scores_gemma":[0.000007773528,0.00001103537,0.00009888146,0.0005756725,0.000004252398,0.00004717387,0.01523065,0.001108486,0.00007668964,0.9474597,0.03536744,0.00001221234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01359863,0.01474879,0.3947653,0.2158166,0.001186497,0.001146785,0.0002339752,0.0003314237,0.3581721],"genre_scores_gemma":[0.7925587,0.008063228,0.1648035,0.007170294,0.001104107,0.002790753,0.0001557288,0.0002716713,0.02308203],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1283231,"threshold_uncertainty_score":0.6786455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061859174964769,"score_gpt":0.3993714600304343,"score_spread":0.2931855425339575,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}